| Department of Computer Science

Jyrki Kivinen

Professor

Contact Information

Email: Jyrki.Kivinen[at]cs.helsinki.fi

Homepage: http://www.cs.helsinki.fi/u/jkivinen/

Room: B229a

Phone: (09) 19151279

Principal Investigator of

Machine Learning

Examiner for exams

(to registration)

Informaatioteoreettinen mallintaminen
Informationsteoretisk modellering
Information-Theoretic Modeling

09.04.2013 (Separate exam)

Ohjattu koneoppiminen
Supervised Machine Learning
Supervised Machine Learning

19.04.2013 (Separate exam)

Satunnaisalgoritmit I
Randomiserade algoritmer I
Randomized Algorithms I

19.04.2013 (Renewal exam)

Satunnaisalgoritmit II
Randomiserade algoritmer II
Randomized Algorithms II

29.04.2013 (Course exam)

2011

Algorithmic Learning Theory: 22nd International Conference, Proceedings

Kivinen, J. (ed.), SzepesvÅ¡ri, C. (ed.), Ukkonen, E. (ed.) & Thomas, Z. (ed.) 2011 Springer-Verlag. 451 p. (Lecture Notes in Artificial Intelligence).

Publication: Book/anthology âº C2 Edited book, compilation, conference proceeding or special issue of journal

2010

Gaussian Clusters and Noise: An Approach Based on the Minimum Description Length Principle

Luosto, P. , Kivinen, J. & Mannila, H. 2010 p. 251-265. 15 p.

Publication: Conference contribution âº A4 Article in conference publication (refereed)

Hedging Structured Concepts

Koolen, W. M. , Warmuth, M. K. & Kivinen, J. 06.2010 p. 93-105.

Publication: Conference contribution âº A4 Article in conference publication (refereed)

2008

Attribute-efficient learning

Kivinen, J. 2008 In: Encyclopedia of Algorithms. Kao, M-Y. (ed.). Springer, 2 p.

Publication: Contribution to book/anthology âº B2 Contribution to book/other compilations (non-refereed)

Mixed Bregman clustering with approximation guarantees

Nock, R. , Luosto, P. & Kivinen, J. 2008 In: Machine learning and knowledge discovery in databases. Berlin: Springer, p. 154-169. 16 p.

Publication: Contribution to book/anthology âº A3 Contribution to book/other compilations (refereed)

2006

The{dollar}p{dollar}-Norm Generalization of the LMS Algorithm for Adaptive Filtering

Kivinen, J. , Warmuth, M. K. & Hassibi, B. 2006 In : IEEE Transactions on Signal Processing. 54, 5, p. 1782-1793. 12 p.

Publication: Contribution to journal âº A1 Refereed journal article

Address: Department of Computer Science, P.O. 68 (Gustaf Hällströmin katu 2b), FI-00014 UNIVERSITY OF HELSINKI, FINLAND
Opening Hours: During spring and autumn semesters Mon - Fri 7.45 - 19.45 (7.45 am - 7.45 pm)
Phone: +358 9 1911 (University switch)
General e-mail: info [at] cs.helsinki.fi
Fax: +358 9 1915 1120

Jyrki Kivinen

Contact Information

Principal Investigator of

Examiner for exams

Informaatioteoreettinen mallintaminenInformationsteoretisk modelleringInformation-Theoretic Modeling

Ohjattu koneoppiminenSupervised Machine LearningSupervised Machine Learning

Satunnaisalgoritmit IRandomiserade algoritmer IRandomized Algorithms I

Satunnaisalgoritmit IIRandomiserade algoritmer IIRandomized Algorithms II

Teaching

2014 spring Supervised Machine Learning Supervised Machine Learning Ohjattu koneoppiminen

2013 autumn Introduction to Machine Learning Introduktion till maskininlärning Johdatus koneoppimiseen

2013 spring Randomized Algorithms II Randomiserade algoritmer II Satunnaisalgoritmit II

2013 spring PhD Student Seminar r Jatko-opintoseminaari

2013 spring Randomized Algorithms I Randomiserade algoritmer I Satunnaisalgoritmit I

2012 autumn Project in Information-Theoretic Modeling Projekt i informationssteoretisk modellering Informaatioteoreettisen mallintamisen harjoitustyö

2012 autumn PhD Student Seminar r Jatko-opintoseminaari

2012 autumn Information-Theoretic Modeling Informationsteoretisk modellering Informaatioteoreettinen mallintaminen

2012 spring Supervised Machine Learning Supervised Machine Learning Ohjattu koneoppiminen

2011 autumn Models of Computation Beräkningsmodeller Laskennan mallit

2011 summer Seminar on Algorithms and Machine Learning Seminar on Algorithms and Machine Learning Seminar on Algorithms and Machine Learning

2011 spring PhD Student Seminar r Jatko-opintoseminaari

2011 spring Supervised Machine Learning Supervised Machine Learning Ohjattu koneoppiminen

2010 autumn PhD Student Seminar r Jatko-opintoseminaari

2010 autumn Models of Computation Beräkningsmodeller Laskennan mallit

2010 spring Approximation Algorithms Approximation Algorithms Approksimointialgoritmit

2010 spring Discrete Optimization Project Övningsarbete i diskret optimering Diskreetin optimoinnin harjoitustyö

2009 spring Randomized Algorithms Randomiserade algoritmer Satunnaisalgoritmit

2008 autumn Models of Computation Beräkningsmodeller Laskennan mallit

2008 spring Computational Data Analysis II Numerisk dataanalys II Laskennallinen data-analyysi II

2008 spring Data Structures and Algorithms Datastrukturer och algoritmer Tietorakenteet ja algoritmit

2007 autumn Seminar: Distributed Algorithms Seminar: Distribuerade algoritmer Seminaari: Hajautetut algoritmit

2007 autumn Models of Computation Beräkningsmodeller Laskennan mallit

2007 spring Data Structures and Algorithms Datastrukturer och algoritmer Tietorakenteet ja algoritmit

2006 autumn Models of Computation Beräkningsmodeller Laskennan mallit

2006 spring Theory of Computation Beräkningsteori Laskennan teoria

2005 autumn Machine Learning r Koneoppiminen

2005 autumn Randomized Algorithms Randomiserade algoritmer Satunnaisalgoritmit

2005 spring Machine Learning Maskininlärning Koneoppiminen

2004 autumn Theory of Computation Beräkningsteori Laskennan teoria

2004 autumn e r Vaihtoehtoiset laskentaparadigmat

2004 spring Design and Analysis of Algorithms -2006 Planering och analysering av algoritmer -2006 Algoritmien suunnittelu ja analyysi -2006

2003 autumn Theory of Computation Beräkningsteori Laskennan teoria

Publications

2011

2010

2008

2006

Informaatioteoreettinen mallintaminen
Informationsteoretisk modellering
Information-Theoretic Modeling

Ohjattu koneoppiminen
Supervised Machine Learning
Supervised Machine Learning

Satunnaisalgoritmit I
Randomiserade algoritmer I
Randomized Algorithms I

Satunnaisalgoritmit II
Randomiserade algoritmer II
Randomized Algorithms II

2014 spring
Supervised Machine Learning

Supervised Machine Learning

Ohjattu koneoppiminen

2013 autumn
Introduction to Machine Learning

Introduktion till maskininlärning

Johdatus koneoppimiseen

2013 spring
Randomized Algorithms II

Randomiserade algoritmer II

Satunnaisalgoritmit II

2013 spring
PhD Student Seminar

r

Jatko-opintoseminaari

2013 spring
Randomized Algorithms I

Randomiserade algoritmer I

Satunnaisalgoritmit I

2012 autumn
Project in Information-Theoretic Modeling

Projekt i informationssteoretisk modellering

Informaatioteoreettisen mallintamisen harjoitustyö

2012 autumn
PhD Student Seminar

r

Jatko-opintoseminaari

2012 autumn
Information-Theoretic Modeling

Informationsteoretisk modellering

Informaatioteoreettinen mallintaminen

2012 spring
Supervised Machine Learning

Supervised Machine Learning

Ohjattu koneoppiminen

2011 autumn
Models of Computation

Beräkningsmodeller

Laskennan mallit

2011 summer
Seminar on Algorithms and Machine Learning

Seminar on Algorithms and Machine Learning

Seminar on Algorithms and Machine Learning

2011 spring
PhD Student Seminar

r

Jatko-opintoseminaari

2011 spring
Supervised Machine Learning

Supervised Machine Learning

Ohjattu koneoppiminen

2010 autumn
PhD Student Seminar

r

Jatko-opintoseminaari

2010 autumn
Models of Computation

Beräkningsmodeller

Laskennan mallit

2010 spring
Approximation Algorithms

Approximation Algorithms

Approksimointialgoritmit

2010 spring
Discrete Optimization Project

Övningsarbete i diskret optimering

Diskreetin optimoinnin harjoitustyö

2009 spring
Randomized Algorithms

Randomiserade algoritmer

Satunnaisalgoritmit

2008 autumn
Models of Computation

Beräkningsmodeller

Laskennan mallit

2008 spring
Computational Data Analysis II

Numerisk dataanalys II

Laskennallinen data-analyysi II

2008 spring
Data Structures and Algorithms

Datastrukturer och algoritmer

Tietorakenteet ja algoritmit

2007 autumn
Seminar: Distributed Algorithms

Seminar: Distribuerade algoritmer

Seminaari: Hajautetut algoritmit

2007 autumn
Models of Computation

Beräkningsmodeller

Laskennan mallit

2007 spring
Data Structures and Algorithms

Datastrukturer och algoritmer

Tietorakenteet ja algoritmit

2006 autumn
Models of Computation

Beräkningsmodeller

Laskennan mallit

2006 spring
Theory of Computation

Beräkningsteori

Laskennan teoria

2005 autumn
Machine Learning

r

Koneoppiminen

2005 autumn
Randomized Algorithms

Randomiserade algoritmer

Satunnaisalgoritmit

2005 spring
Machine Learning

Maskininlärning

Koneoppiminen

2004 autumn
Theory of Computation

Beräkningsteori

Laskennan teoria

2004 autumn
e

r

Vaihtoehtoiset laskentaparadigmat

2004 spring
Design and Analysis of Algorithms -2006

Planering och analysering av algoritmer -2006

Algoritmien suunnittelu ja analyysi -2006

2003 autumn
Theory of Computation

Beräkningsteori

Laskennan teoria